ce.knn.imp {dprep} | R Documentation |
Function that calls ec.knnimp to perform knn imputation
Description
This is just a skeleton function. It simply sets up the dataset
that will have its missing values imputed by knn imputation.
ec.knnimp is the function that carries out the actual imputation.
Usage
ce.knn.imp(m, natr = rep(0, 0), k1)
Arguments
m |
matrix to be tested with relevant variables and classes
|
natr |
list of nominal attributes |
k1 |
number of neighbors to use for imputation |
Value
r |
matrix with missing values imputed |
Author(s)
Caroline Rodriguez and Edgar Acuna
Examples
data(hepatitis)
hepa.knnimp=ce.knn.imp(hepatitis,natr=c(1,3:14),k1=10)
[Package
dprep version 1.0
Index]